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Title: Towards improving magnetic resonance image classification
Authors: Trojachanec, Katarina 
Madzarov, Gjorgji
Loshkovska, Suzana
Keywords: Magnetic Resonance Imaging (MRI), feature extraction, image classification, hierarchical classification
Issue Date: 2010
Journal: Sarcoma
Abstract: The main goal of this paper is to propose and investigate a three-stage hierarchical classification scheme. The proposed scheme was examined on the dataset of magnetic resonance images. The experimental results obtained from the classification with the proposed method outperformed the results provided by the flat classification and the two-stage hierarchical classification examined in our previous work. According to this, we can conclude that the proposed method is more suitable for solving MRI classification problem.
Appears in Collections:Faculty of Computer Science and Engineering: Journal Articles

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